{"id":"W4404172516","doi":"10.1145/3686919","title":"Value Tensions in OpenStreetMap: Openness, Membership, and Policy in Online Communities","year":2024,"lang":"en","type":"article","venue":"Proceedings of the ACM on Human-Computer Interaction","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Toronto","funders":"","keywords":"Openness to experience; Value (mathematics); Econometrics; Sociology; Computer science; Statistics; Political science; Mathematics; Psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004654735,0.0001930493,0.0002413026,0.0008941105,0.0001483607,0.0005433353,0.00237125,0.00007598294,0.000008624099],"category_scores_gemma":[0.0002153006,0.0001556506,0.00006140663,0.001384928,0.0001001072,0.001609804,0.002537944,0.0006517036,0.000008234483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001943822,"about_ca_system_score_gemma":0.00004978619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00146081,"about_ca_topic_score_gemma":0.0003763064,"domain_scores_codex":[0.9986608,0.00003525294,0.000482233,0.0003393759,0.0002516091,0.0002307052],"domain_scores_gemma":[0.9987796,0.0003122964,0.000152544,0.0005592165,0.0001614608,0.00003485867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005764431,0.001041487,0.03176969,0.0005537738,0.0001150256,0.00001711664,0.04155829,0.001375885,0.006434512,0.8323495,0.007720851,0.07700621],"study_design_scores_gemma":[0.002483557,0.000926652,0.3227009,0.01389212,0.00005108954,0.0004976379,0.01035775,0.3295994,0.01217687,0.2950062,0.01069885,0.001609018],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842646,0.00003163038,0.0004346759,0.01276258,0.0005812676,0.0003683344,0.000005185773,0.000135067,0.00141665],"genre_scores_gemma":[0.9873424,0.00001176919,0.01167677,0.0006548837,0.0001497847,0.00002224354,0.000004190573,0.00001881203,0.0001191373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5373434,"threshold_uncertainty_score":0.6347246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07562032178254821,"score_gpt":0.3592155438665298,"score_spread":0.2835952220839816,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}